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Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

TitleAuthorsYearSource
Learning Trimodal Relation for Audio-Visual Question Answering with Missing ModalityKyu Ri Park, Hong Joo Lee, Jung Uk Kim2024arxiv 2407.16171
Encoding and Controlling Global Semantics for Long-form Video Question AnsweringThong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu2024arxiv 2405.19723
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLUEvgeniia Razumovskaia, Goran Glavaš, Anna Korhonen2023arxiv 2311.09502
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalJuraj Vladika, Florian Matthes2024arxiv 2404.08359
Optimizing open-domain question answering with graph-based retrieval augmented generationJoyce Cahoon, Prerna Singh, Nick Litombe2025arxiv 2503.02922
How to Configure Good In-Context Sequence for Visual Question AnsweringLi Li, Jiawei Peng, Huiyi Chen2023arxiv 2312.01571
Image Question Answering using Convolutional Neural Network with Dynamic Parameter PredictionHyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han2015arxiv 1511.05756
Parameter-Efficient Neural Question Answering Models via Graph-Enriched Document RepresentationsLouis Castricato, Stephen Fitz, Won Young Shin2021arxiv 2106.00851
CLEAR-KGQA: Clarification-Enhanced Ambiguity Resolution for Knowledge Graph Question AnsweringLiqiang Wen, Guanming Xiong, Tong Mo2025arxiv 2504.09665
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent PerspectiveKrishna Singh Rajput, Tejas Anvekar, Chitta Baral2025arxiv 2505.20816
More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question AnsweringDuc Anh Vu, Thong Nguyen, Cong-Duy Nguyen2025arxiv 2511.20086
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial ImagesKun Li, George Vosselman, Michael Ying Yang2023arxiv 2301.09460
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question AnsweringYingpeng Ning, Yuanyuan Sun, Ling Luo2025arxiv 2510.14400
Overcoming Language Priors for Visual Question Answering Based on Knowledge DistillationDaowan Peng, Wei Wei2025arxiv 2501.05690
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented GenerationChanyeol Choi, Jihoon Kwon, Jaeseon Ha2025arxiv 2504.15800
KBQA-R1: Reinforcing Large Language Models for Knowledge Base Question AnsweringXin Sun, Zhongqi Chen, Xing Zheng2025arxiv 2512.10999
FairMedQA: Benchmarking Bias in Large Language Models for Medical Question AnsweringYing Xiao, Jie Huang, Ruijuan He2025arxiv 2505.19562
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question AnsweringShuai Wang, Yinan Yu2025arxiv 2506.01784
MATA: Multi-Agent Framework for Reliable and Flexible Table Question AnsweringSieun Hyeon, Jusang Oh, Sunghwan Steve Cho2026arxiv 2602.09642
HERBench: A Benchmark for Multi-Evidence Integration in Video Question AnsweringDan Ben-Ami, Gabriele Serussi, Kobi Cohen2025arxiv 2512.14870